We present a detailed research and analysis of chemically stratified hybrid white dwarf stars in the Sloan Digital Sky Survey (SDSS). Only one stratified star, PG 1305-017, was known before our analysis. The main objective is to confirm the existence of several new stratified stars. To do so, we initially had to develop a new generation of model atmospheres from those of Bergeron et al. (1991) and Tremblay & Bergeron (2009). We added the opacity of all the helium lines and the necessary calculations to account for the chemical stratification of the atmosphere, where a thin hydrogen layer floats in diffusive equilibrium on top of a more massive helium layer. In parallel, we also calculated a grid of standard models, which are chemically homogeneous. Then, we selected hot white dwarfs (Teff > 30,000 K) with a hybrid spectral type (traces of helium and hydrogen) from the ~38,000 white dwarfs listed in the SDSS. A total of 52 spectra were retained in our final sample. The spectroscopic technique, i.e. the fit of model spectra to an observed spectrum, was applied to all stars in our sample. Thereby, we have measured the effective temperature, the surface gravity and the chemical composition of these stars. By simultaneously fitting stratified and homogeneous models, we have also been able to determine if the stars were stratified or not. We identify 14 stratified white dwarfs. From these results, we draw several conclusions on the physical processes explaining the presence of helium in the atmosphere.